Senior RL Engineer - Autonomous Systems & AI Research

Placements24; Klerksdorp; Sur place; ZAR 900 000 - 1 700 000; Plein temps

Avantages offerts par ce poste

Health insurance

Conference access

Professional training

HPC access

Résumé du poste

Placements24 seeks a Senior AI/ML Engineer with RL specialization to design, develop, and deploy advanced RL algorithms for complex optimization problems. Based in Klerksdorp, you will build agents that learn optimal strategies, integrate RL with existing systems, and mentor junior engineers.

You will work with cutting-edge AI technologies, collaborate with domain experts, and stay at the forefront of reinforcement learning research while contributing to a dynamic, results-driven team in North

Qualifications

• Master's or Ph.D. in Computer Science, Artificial Intelligence, or related quantitative field.
• 5+ years of experience in developing and deploying reinforcement learning algorithms.
• Strong understanding of RL concepts (Q-learning, DQN, Policy Gradients, Actor-Critic).
• Proficiency in Python with ML libraries (TensorFlow, PyTorch) and RL frameworks.
• Experience with numerical optimization and large-scale data processing.

Responsabilités

• Design, implement, and test novel RL algorithms and models.
• Develop RL agents capable of learning optimal strategies in complex environments.
• Integrate RL solutions with existing systems and platforms.
• Collaborate with domain experts to define problems for RL and design reward functions.
• Optimize RL algorithms for performance, efficiency, and scalability.
• Conduct rigorous experiments and analyses to evaluate agent performance.
• Stay current with RL research and related AI fields.
• Mentor junior engineers and contribute to team growth.

Connaissances

Reinforcement Learning

Python

TensorFlow

PyTorch

RL frameworks

Simulation Environments

Mentoring

Formation

Master's or PhD in CS/AI

Outils

Stable Baselines3

Ray RLlib

NumPy

Description du poste

Placements24 seeks a Senior AI/ML Engineer with RL specialization to design, develop, and deploy advanced RL algorithms for complex optimization problems. Based in Klerksdorp, you will build agents that learn optimal strategies, integrate RL with existing systems, and mentor junior engineers.

You will work with cutting-edge AI technologies, collaborate with domain experts, and stay at the forefront of reinforcement learning research while contributing to a dynamic, results-driven team in North